Ad Recommendation on RecIF-Bench Ad Rec
0.0273Pass@1TextRec
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TextRec2026.01 | 0.0273 | 0.2798 | 0.1015 | |
| OneRec-SAGEAlignment=SAGE2026.01 | 0.0266 | 0.2733 | 0.0983 | |
| OneRec-GBPOAlignment=GBPO2026.01 | 0.0264 | 0.2731 | 0.0979 | |
| OneRec-8B-ProScale=8B, Variant=Pro2025.12 | 0.0259 | 0.27 | 0.0964 | |
| OneRec-GRPOAlignment=GRPO2026.01 | 0.0259 | 0.27 | 0.0964 | |
| OneRec-8BScale=8B2025.12 | 0.0219 | 0.249 | 0.0877 | |
| LC-Rec-8BScale=8B2025.12 | 0.0197 | 0.2096 | 0.0723 | |
| LC-Rec2026.01 | 0.0197 | 0.2096 | 0.0723 | |
| OneRec-1.7B-ProScale=1.7B, Variant=Pro2025.12 | 0.019 | 0.2126 | 0.0735 | |
| OneRec-1.7BScale=1.7B2025.12 | 0.0169 | 0.2037 | 0.0707 | |
| ReCast2026.04 | 0.016 | 0.1782 | 0.0602 | |
| OpenOneRec-RL2026.04 | 0.0138 | 0.1689 | 0.0558 | |
| TIGER2025.12 | 0.0125 | 0.1769 | 0.0581 | |
| TIGER2026.01 | 0.0125 | 0.1769 | 0.0581 | |
| HSTU2025.12 | 0.0076 | 0.1266 | 0.0409 | |
| BERT4Rec2025.12 | 0.0061 | 0.1225 | 0.0381 | |
| GRU4Rec2025.12 | 0.0059 | 0.1102 | 0.0336 | |
| SASRec2025.12 | 0.0044 | 0.098 | 0.0293 | |
| SASRec2026.01 | 0.0044 | 0.098 | 0.0293 | |
| TextRecVariant=Only SFT2026.01 | 0.0041 | 0.094 | 0.0235 | |
| ReaRec2025.12 | 0.0035 | 0.1054 | 0.0327 | |
| ReaRec2026.01 | 0.0035 | 0.1054 | 0.0327 |